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BU Data Mining and Data Warehousing Sem IV-Elective
Module - 5 : NA(Classification and Prediction, Issues regarding classification and Prediction, Classification by decision tree induction- Bayesian classification, Rule Based classification)
1. Data Mining Functionalities and Data Cleaning(Computer Science) Total View (735)
 
Data mining functionalities are used to specify the kind of patterns to be found in data mining tasks. In general, data mining tasks can be classified into two categories: descriptive and predictive. Descriptive mining tasks characterize the general properties of the data in the database. Predictive mining tasks perform inference on the current data in order to make predictions.
Title: MSCS-516A Data Mining
Published on: 10/01/14
Author: KSOU
Publisher: Karnataka State Open University
Pages: 15
Price: Rs 11.25

2. Data Mining Application, Data Mining System Products and Research Prototypes(Computer Science) Total View (790)
 
Data Mining is the exploration and analysis of large sets, in order to discover meaningful patterns and rules. The key idea is to find effective ways to combine computers power to process data with the human eye's ability to detect patterns. The techniques of data mining are designed for work best with large data sets. Since Data Mining is a young discipline with wide and diverse applications, th ......
Title: MSCS-516A Data Mining
Published on: 30/12/13
Author: KSOU
Publisher: Karnataka State Open University
Pages: 9
Price: Rs 6.75

3. Question Paper 2(Computer Science) Total View (20)
 
Question Paper
Title: Data Warehouse & Mining
Published on: 30/11/16
Author: Madhuri M
Publisher: Saividya Institute of technology
Pages: 8
Price: Rs 4

4. Data Mining(Computer Science) Total View (219)
 
Many technologies are developed which help to overcome the limitations of ERP Systems. The following technologies discussed below helps in overcoming the limitations of a standalone ERP system, when use in conjunction with the package, helps the employees to make better decisions.
Title: MSCS-518 Management Information System and ERP
Published on: 24/09/13
Author: KSOU
Publisher: Karnataka State Open University
Pages: 7
Price: Rs 5.25

5. Density Based and Model Based Clustering(Computer Science) Total View (774)
 
Model-based methods hypothesize a model for each of the clusters and find the best fit of the data to the given model. A model- based method hypothesize a model for each of the clusters and find the best fit of the data to the given model A model-based algorithm may locate clusters by constructing a density function that reflects the spatial distribution of the data points.
Title: MSCS-516A Data Mining
Published on: 03/01/14
Author: KSOU
Publisher: Karnataka State Open University
Pages: 14
Price: Rs 10.5

6. Additional Themes on Data Mining(Computer Science) Total View (790)
 
At the end of this unit, students will be able to explain audio data mining and understand the concept of statistical data mining.They will also be able to discuss video data mining.
Title: MSCS-516A Data Mining
Published on: 30/12/13
Author: KSOU
Publisher: Karnataka State Open University
Pages: 10
Price: Rs 7.5

7. Data Mining Query Language(Computer Science) Total View (726)
 
The feature of the data mining systems is the ability to support ad-hoc and interactive data mining in order to facilitate flexible and effective knowledge discovery. Data mining query languages can be designed to support such a feature. The importance of the design of a good data mining query language can also be seen from observing the history of relational database systems. Relational database ......
Title: MSCS-516A Data Mining
Published on: 10/01/14
Author: KSOU
Publisher: Karnataka State Open University
Pages: 22
Price: Rs 16.5

8. Data Warehousing and Data Mining(Data Warehousing and Data Mining ) Total View (1165)
 
Solved Question Papers
Title: Harbinger 2014 - 7th Sem Computer Science
Published on: 16/12/14
Author: Harbinger Series
Publisher: Sanguine Technical Publishers
Pages: 36
Price: Rs 27

9. Journal of Network and Computer Applications(Computer Science) Total View (4)
 
With increase in requirement for dynamic execution of user's application in cloud, resource prediction techniques are gaining a lot of importance as the foundation for online capacity planning and virtualized resource management in data centers. There is a wide scope for the development of accurate resource requirement prediction methods to ensure that the virtualized resources do not suffer from ......
Title: School of Computing and Information Technology
Published on: 13/07/16
Author: Computer Science
Publisher: Reva University
Pages: 11
Price: Rs 8.25

10. Data Mining Parameters(Computer Science) Total View (726)
 
A popular misconception about data mining is to expect that data mining systems can autonomously dig out all of the valuable knowledge that is embedded in a given large database,without human intervention or guidance. Although it may at first sound appealing to have an autonomous data mining system, in practice, such systems will uncover an overwhelmingly large set of patterns. A data-mining task ......
Title: MSCS-516A Data Mining
Published on: 10/01/14
Author: KSOU
Publisher: Karnataka State Open University
Pages: 15
Price: Rs 11.25

11. Data Reduction(Computer Science) Total View (738)
 
Data reduction techniques can be applied to obtain a reduced representation of the data set that is much smaller in volume, yet closely maintains the integrity of the original data. That is, mining on the reduced data set should be more efficient yet produce the same (or almost the same)analytical results.
Title: MSCS-516A Data Mining
Published on: 10/01/14
Author: KSOU
Publisher: Karnataka State Open University
Pages: 13
Price: Rs 9.75

12. Trends in Data Mining(Computer Science) Total View (741)
 
The diversity of data, data mining tasks, and data mining approaches poses many challenging research issues in data mining. The development of efficient and effective data mining methods and systems, the construction of interactive and integrated data mining environments, the design of data mining languages, and the application of data mining techniques to solve large application problems are impo ......
Title: MSCS-516A Data Mining
Published on: 10/01/14
Author: KSOU
Publisher: Karnataka State Open University
Pages: 10
Price: Rs 7.5

13. Solved Question Bank(Computer Science) Total View (0)
 
Solved Question Bank
Title: Data Warehousing and Data Mining
Published on: 24/10/18
Author:
Publisher:
Pages: 48
Price: Rs 24

14. Data Warehousing and Data Mining_Question Paper - December 2009 / January 2010(Data Warehousing and Data Mining) Total View (244)
 
Data Warehousing and Data Mining_Question Paper - December 2009 / January 2010
Title: M.Sc Information Technology_Question Papers
Published on: 28/10/14
Author: KSOU
Publisher: Karnataka State Open University
Pages: 2
Price: Rs 1.5

15. Neural Network Approach and Outer Analysis(Computer Science) Total View (763)
 
Neural networks have seen an explosion of interest over the last few years, and are being successfully applied across an extraordinary range of problem domains, in areas as diverse as finance, medicine, engineering, geology and physics, Indeed, anywhere that there are problems of prediction, classification or control, neural networks are being introduced. This sweeping success can be attributed to ......
Title: MSCS-516A Data Mining
Published on: 03/01/14
Author: KSOU
Publisher: Karnataka State Open University
Pages: 13
Price: Rs 9.75

16. Data Warehousing and Data Mining_Question Paper 2 - June/July 2010(Data Warehousing and Data Mining) Total View (231)
 
Data Warehousing and Data Mining_Question Paper 2 - June/July 2010
Title: M.Sc Information Technology_Question Papers
Published on: 28/10/14
Author: KSOU
Publisher: Karnataka State Open University
Pages: 2
Price: Rs 1.5

17. Presentation and Visualization of Discovered Pattern(Computer Science) Total View (724)
 
For data mining to be effective, data mining systems should be able to display the discovered patterns in multiple focus, such as rules, tables, cross-tabs, pie or bar charts, decision trees, cubes,or other visual representations. Allowing the visualization of discovered patterns in various forms can help users with different backgrounds to identify patterns of interest and to interact or guide t ......
Title: MSCS-516A Data Mining
Published on: 10/01/14
Author: KSOU
Publisher: Karnataka State Open University
Pages: 6
Price: Rs 4.5

18. Data Warehousing Architecture(Computer Science) Total View (319)
 
It is easy to think of the data warehouse as just a big collection of data, in fact delivering an effective data warehouse requires a large set of related capabilities. Data is the fundamental component, cleaned, organized data, mostly extracted from the campus operational systems. Making that data useful to a variety of campus personnel, though, requires some applications to deliver and explain i ......
Title: MSCS-516A Data Mining
Published on: 27/08/13
Author: KSOU
Publisher: Karnataka State Open University
Pages: 10
Price: Rs 7.5

19. Structure of DBMS(Computer Science) Total View (303)
 
This unit is about structure of DBMS. It starts with Data Independence, where we study the importance of data independence and types of data independence. It gives a detailed structure of DBMS. It also describes various people who deal with databases. Separation of data from processing, either so that changes in the size or format of the data elements require no change in the computer programs pr ......
Title: MSCS-508 Database Management System-DBMS
Published on: 27/08/13
Author: KSOU
Publisher: Karnataka State Open University
Pages: 10
Price: Rs 7.5

20. Mining Single - Dimensional Boolean Association Rules From Transactional Databases(Computer Science) Total View (734)
 
In this section, students will learn methods for mining the simplest form of frequent patterns-single dimensional,single-level, Boolean frequent item sets, such as those discussed for market basket analysis in the earlier chapter. We begin by presenting Apriori, a basic algorithm for finding frequent item sets; we look at how to generate strong association rules from frequent item sets.We will de ......
Title: MSCS-516A Data Mining
Published on: 09/01/14
Author: KSOU
Publisher: Karnataka State Open University
Pages: 17
Price: Rs 12.75

21. Association Rule Mining(Computer Science) Total View (729)
 
Association rule mining finds interesting association or correlation relationships among a large set of data items. With massive amounts of data continuously being collected and stored, many industries are becoming interested in mining association huge amounts of business transaction records can help in many business decision making processes, such as catalog design, cross marketing,and loss-leade ......
Title: MSCS-516A Data Mining
Published on: 09/01/14
Author: KSOU
Publisher: Karnataka State Open University
Pages: 13
Price: Rs 9.75

22. Data Integration and Transformation(Computer Science) Total View (735)
 
Data mining often requires data integration-the merging of data from multiple data stores. The data may also need to be transformed into forms appropriate for mining. This section describes both data integration and data transformation.
Title: MSCS-516A Data Mining
Published on: 10/01/14
Author: KSOU
Publisher: Karnataka State Open University
Pages: 10
Price: Rs 7.5

23. Mining Multilevel Association Rules from Transaction Databases(Computer Science) Total View (733)
 
For many applications, it is difficult to find strong associations among data items at low or primitive levels of abstraction due to the sparsity of data in multidimensional space. Strong associations discovered at very high concept levels may represent common sense knowledge. However, what may represent common sense to one user may seem novel to another. Therefore,data mining systems should prov ......
Title: MSCS-516A Data Mining
Published on: 09/01/14
Author: KSOU
Publisher: Karnataka State Open University
Pages: 10
Price: Rs 7.5

24. ASSOCIATION ANALYSIS: BASIC CONCEPTS AND ALGORITHMS(Computer Science) Total View (0)
 
Many business enterprises accumulate large quantities of data from their day-to-day operations. For example, huge amounts of customer purchases data are collected daily at the checkout counters of grocery stores.
Title: Data Warehousing and Data Mining
Published on: 24/10/18
Author:
Publisher:
Pages: 28
Price: Rs 14

25. What is Data Warehouse? A Multidimensional Data Model(Computer Science) Total View (319)
 
The concept of data warehousing has evolved out of the need for easy access to a structured store of quality data that can be used for decision making. It is globally accepted that information is a very powerful asset that can provide significant benefits to any organization and a competitive advantage in the business world. Organizations have vast amounts of data but have found it increasingly d ......
Title: MSCS-516A Data Mining
Published on: 27/08/13
Author: KSOU
Publisher: Karnataka State Open University
Pages: 10
Price: Rs 0



 
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